The RBAC Reality Check for AI in Platform Engineering | Corey McGalliard, Akamai Cloud | TFiR
AI agents in Kubernetes require scoped RBAC and policy as code before write access. Corey McGalliard, Akamai ...
Why Centralized AI Inference Fails at Scale and How Distributed Edge Infrastructure Fixes It | Dr. Robert Blumofe, Akamai | TFiR
Dr. Robert Blumofe, CTO at Akamai, explains why centralized GPU clusters cannot serve ubiquitous AI agent demand, ...
Why Unmanaged AI Agents on Developer Laptops Are an Enterprise Security Crisis | Miska Kaipiainen, Mirantis | TFiR
Miska Kaipiainen of Mirantis Lens explains why AI coding agents running on developer laptops are an immediate ...
Why AI Coding Agents Fail in Jupyter Notebooks and How Jupyter AI Fixes It | Lahari Chowtorri, Amazon | TFiR
Lahari Chowtorri of Amazon explains why standard AI coding agents break inside Jupyter notebooks, how Jupyter AI ...
How to Govern AI Agents Without Killing Their Usefulness | Miska Kaipiainen, Mirantis | TFiR
Miska Kaipiainen of Mirantis explains how Lens Agent uses Micro VM-based supervised sandboxing, policy-managed traffic, and secrets ...
How to Stop Chasing CVEs and Ship Vulnerability-Free Containers | Eilon Elhadad, Echo | TFiR
Eilon Elhadad, Co-Founder and CEO of Echo, explains why the patch-and-chase model is broken, how AI agents ...
Why AI Agents Break Enterprise Identity and Security Systems | Miska Kaipiainen, Mirantis | TFiR
Miska Kaipiainen of Mirantis explains why AI agents operating on implied human credentials create a governance gap ...
How to Use AI Agents in Open Source Without Losing Architectural Control | Madelyn Olson, AWS | TFiR
Valkey maintainer Madelyn Olson details how the project uses adversarial AI testing to find CVEs, automates backporting ...
Why AI Agent Governance Fails Across Laptops and Production Environments | Miska Kaipiainen, Mirantis | TFiR
Miska Kaipiainen of Mirantis explains why governing AI agents across developer laptops, cloud services, and production ...
Why AI Agents Fail Without Internal Data and How to Fix It | Michel Tricot, Airbyte | TFiR
Michel Tricot, Founder and CEO of Airbyte, explains why AI agents hallucinate without internal data access, ...